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  • A
    license
    A
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    maintenance
    Agent-agnostic persistent memory backend. 13 MCP tools, Supabase + Jina embeddings, multi-profile isolation, semantic recall across sessions.
    16
    7
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Framework-aware code intelligence MCP server that builds a cross-language dependency graph from source code. 53 integrations (Laravel, Django, Rails, Spring, NestJS, Next.js, and more) across 68 languages. 100+ tools for navigation, impact analysis, refactoring, security scanning, session memory, and CI/PR reports — up to 97% token reduction.
    29
    1,301 npm
    189
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    MCP server that provides tools to search and retrieve skills, badges, and evidence from the Gaia Skill Tree registry.
    -
  • A
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    B
    maintenance
    This MCP server lets coding agents read and write a plain-markdown wiki, then audits that memory and local session transcripts to produce drift reports, session digests, and reusable lessons.
    51 PyPI
    MIT
  • A
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    Not graded
    quality
    A
    maintenance
    Provides AI assistants a local, hybrid semantic+keyword memory vault to save research findings, notes, and project context, and recall them across sessions with session boot/save tools.
    21 npm
    2
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables semantic search over the CCI Black Book, a scanned grow manual, retrieving both text and visual content with cited evidence packs for AI assistants.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables AI coding assistants to persist and recall project-specific conventions, prohibitions, and repair lessons locally, with approved rule injection before tasks and no external API calls.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides AI agents with a persistent, searchable knowledge library via MCP tools, allowing them to create books, manage pages, perform semantic search, and retrieve usage guides.
    5
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables context capture and reinforcement learning by recording successful work patterns and creating reasoning chains for cross-conversation continuity. Automatically captures positive feedback through Claude Code hooks to build reusable success patterns.
    -
  • F
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    quality
    C
    maintenance
    Enables local RAG orchestration with MCP, providing context retrieval, in-memory text ingestion, explicit tool invocation, and transport-neutral tool discovery.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    A knowledge base MCP server that enables AI agents to search and reference structured business book notes stored as YAML files. It provides seven tools for accessing book information, highlights, concepts, and connections without relying on LLM APIs.
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  • F
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to save resolved debugging sessions as concise experience cards into a local JSON knowledge network, and to retrieve relevant past cards when new bugs arise. It also powers a spaced-repetition review interface to reinforce memory of those experiences.
    9
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides AI assistants with intelligent access to ML textbook content for creating accurate, source-grounded documentation using local models for privacy and cost efficiency.
    2
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to maintain persistent local memory across sessions by organizing experiences into hierarchical layers (raw logs, checkpoints, daily cards, and stories), with tools to write, search, and verify entries via hashes.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Injects structured professional domain expertise into AI agents, providing access to decision frameworks, workflows, terminology, and regulatory context across 24 professional domains.
    50 npm
    MIT